DEVELOPER NEWS STREAM
Direct logs, engine updates, and framework notifications parsed from curated RSS feeds and announcements, updated hourly.
OnFinalityCrypto Nonce: Mining, Transaction Ordering & RPC Fixes
Learn what a nonce is in crypto: Bitcoin mining nonce, Ethereum transaction nonce, and how to fix common nonce errors in RPC calls.
OnFinalityPolygon RPC Endpoint: Chain Settings, Faucet & Debugging
Find reliable Polygon RPC endpoints for mainnet and Amoy testnet. Chain settings, connection examples, free vs dedicated nodes, and debugging tips.
Ajay DevineniIf You're a Great Developer, You're Probably a Terrible SRE Here's How to Encode SRE Paranoia Into Your Pipeline So Engineers Don't Have to Think Like One
The LinkedIn post I published three days ago triggered something I didn't expect. Not disagreement —...
Amaresh PelletiPostgreSQL on Kubernetes — Complete Setup Guide with CloudNativePG
How to run production-grade PostgreSQL on Kubernetes using CloudNativePG — HA clusters, automated failover, backups, PgBouncer, and PITR.
VentureIOThe new metrics: agent throughput, verification rate, recovery rate
Throughput, verification rate, recovery rate -- the 3 metrics every agentic-AI system needs. Formulas, real numbers, and 20-line Python implementation.
VentureIOAgentic AI failure modes: silent green exits and other gotchas
The 7 ways agentic AI systems fail in production -- with real incidents, detection patterns, and one-line Python checks for each.
HamzaThe Coming Loop: How AI Harness Engineering Is Quietly Rewriting Software Development
The Coming Loop: How AI Harness Engineering Is Quietly Rewriting Software Development By...
Flora BrandãoStop breaking production: a migration path to unified platforms 🛠️
Fragmented workflows built on separate tools and manual handoffs are an operational risk. They create...
KunStudioUnattended Daily Health Checks That Catch the Silent Failures
A real automation we run on our own products: a three-times-daily health check that gates on hard failures, a regression guard on the checkout page, and a report that fact-checks itself against live data before it sends.
Marina KovalchukAI Multi-Agent Systems Face DevOps Challenges: Predictability, Reproducibility, and Debugging Issues Reemerge
Introduction: The DevOps-AI Disconnect In the rapidly evolving AI ecosystem, particularly...
KunStudioA Safe Bridge From a Chat Message to an Executed Task
A real automation we run on our own products: a chat message becomes an executed task through a denylist pre-filter, a capped and audited agent runner, and a reply back into the same chat -- the safety envelope that makes message-driven automation deployable.
AIGCHarnessGEO in Practice: 7 Steps to Make Your Website Discoverable by ChatGPT, Perplexity and Claude (2026)
A production-tested GEO guide: JSON-LD, llms.txt, AI crawler whitelist, FAQ schema, sitemap, BLUF structure and OG tags — all verified from server logs showing GPTBot, ClaudeBot and PerplexityBot crawling a real site.
mountek Architectural War Games: Scaling Multi-Tenant Trading Competitions
Over the course of this architectural journey, we have explored the engineering layers required to...
LyraHarden SSH on Linux with Fail2ban + nftables (A Practical, Auditable Setup)
A production-friendly SSH hardening workflow using Fail2ban with nftables, including safe defaults, verification commands, and rollback steps.
alejnyI built a Terraform security scanner that lives inside GitHub PRs
The problem IAM wildcards and public S3 buckets keep slipping through Terraform code review. Tools...
Brian NolandOHS Social - A Whole Social Network With No Database. Full Video Chat Room Hosting. Built to Run on Plain Shared Hosting.
OHS Social — A Whole Social Network With No Database, Built to Run on Plain Shared Hosting....